Results
sim_lu %>%
filter(lineup<=3) %>%
arrange(lineup, position, desc(pts_pred)) %>%
knitr::kable() %>%
kable_styling() %>%
column_spec(1, bold=TRUE) %>%
collapse_rows(columns = 1, valign = 'top')
|
lineup
|
Name
|
team
|
position
|
pts_base
|
pts_pred
|
sd_pts
|
Salary
|
|
1
|
Kyler Murray
|
ARI
|
QB
|
23.09795
|
23.967892
|
0.9979381
|
8400
|
|
Alvin Kamara
|
NOS
|
RB
|
21.89100
|
22.299704
|
0.5144622
|
8800
|
|
Kenyan Drake
|
ARI
|
RB
|
15.36096
|
15.595509
|
0.3928890
|
7000
|
|
Robert Woods
|
LAR
|
WR
|
14.38175
|
16.442850
|
1.1430846
|
6700
|
|
Amari Cooper
|
DAL
|
WR
|
14.57384
|
16.279801
|
0.9488640
|
7100
|
|
Terry McLaurin
|
WAS
|
WR
|
13.52750
|
15.413864
|
1.3788180
|
6600
|
|
Keelan Cole
|
JAC
|
WR
|
9.77775
|
13.865819
|
2.6998146
|
5600
|
|
Hunter Henry
|
LAC
|
TE
|
9.95846
|
10.701827
|
1.0400439
|
6100
|
|
Jacksonville Jaguars
|
JAC
|
DST
|
6.53500
|
7.643367
|
0.6449310
|
3700
|
|
2
|
Dak Prescott
|
DAL
|
QB
|
23.44590
|
24.246295
|
1.2618409
|
8200
|
|
Alvin Kamara
|
NOS
|
RB
|
21.89100
|
22.211048
|
0.5144622
|
8800
|
|
Ezekiel Elliott
|
DAL
|
RB
|
18.92175
|
18.988440
|
0.2594550
|
9000
|
|
Austin Ekeler
|
LAC
|
RB
|
16.17625
|
17.116379
|
1.0155810
|
6900
|
|
Brandin Cooks
|
HOU
|
WR
|
11.05725
|
16.085749
|
3.1861074
|
5300
|
|
Tyler Boyd
|
CIN
|
WR
|
13.56550
|
14.349883
|
0.4358844
|
6000
|
|
Michael Gallup
|
DAL
|
WR
|
11.90925
|
14.247401
|
0.9755508
|
5900
|
|
Darren Waller
|
LVR
|
TE
|
12.70448
|
13.058139
|
1.3677714
|
6700
|
|
New York Giants
|
NYG
|
DST
|
5.13000
|
5.154311
|
0.0444780
|
3000
|
|
3
|
Dak Prescott
|
DAL
|
QB
|
23.44590
|
25.508314
|
1.2618409
|
8200
|
|
Alvin Kamara
|
NOS
|
RB
|
21.89100
|
21.758035
|
0.5144622
|
8800
|
|
Dalvin Cook
|
MIN
|
RB
|
18.59245
|
19.207934
|
0.8871970
|
8700
|
|
Devin Singletary
|
BUF
|
RB
|
12.78175
|
14.550369
|
2.1942480
|
6000
|
|
Robert Woods
|
LAR
|
WR
|
14.38175
|
16.413120
|
1.1430846
|
6700
|
|
Emmanuel Sanders
|
NOS
|
WR
|
11.90600
|
14.308853
|
1.3743702
|
5800
|
|
Tre’Quan Smith
|
NOS
|
WR
|
9.03525
|
13.792842
|
2.0904660
|
5300
|
|
Darren Waller
|
LVR
|
TE
|
12.70448
|
15.122739
|
1.3677714
|
6700
|
|
Jacksonville Jaguars
|
JAC
|
DST
|
6.53500
|
7.096636
|
0.6449310
|
3700
|
ggplotly(sim_lu %>%
group_by(Name, position, Salary) %>%
dplyr::summarize(lu = n_distinct(lineup)) %>%
ungroup() %>%
group_by(position) %>%
top_n(10, lu) %>%
ungroup() %>%
arrange(position, desc(lu)) %>%
mutate(Name = factor(Name),
Name = fct_reorder(Name, lu),
pct = round(lu / n_sims, 3) * 100) %>%
ggplot(aes(x = Name, y = pct, fill = Salary,
text = paste(Name, "in", lu, "lineups with", Salary, "salary"))) +
geom_bar(stat = "identity") +
facet_wrap(~position, ncol = 2, scales = "free_y") +
coord_flip() +
scale_fill_viridis_c() +
xlab("") +
ylab("Lineups (thousands)") +
ggtitle("Top 10 Players By Position")) %>%
ggplotly(tooltip = "text")
plyr_lu <- sim_lu %>%
group_by(Name, position) %>%
dplyr::summarize(lu=n_distinct(lineup)) %>%
ungroup()
ggplotly(projections %>%
filter(avg_type=='weighted') %>%
mutate(Name = ifelse(pos=="DST", last_name, paste(first_name, last_name))) %>%
inner_join(fan_duel, by = c("Name", "position")) %>%
select(Name, team, position, points, Salary, sd_pts) %>%
left_join(plyr_lu, by='Name') %>%
replace_na(list(lu=0)) %>%
mutate(lu_bin=ifelse(lu==0, '0 Lineups', '>=1 Lineups'),
lu_5=cut(lu,5, labels = FALSE)) %>%
ggplot(aes(x=Salary, y=points, color=lu_bin, size=sd_pts, text=Name)) +
geom_point() +
theme_minimal() +
scale_color_manual(values = c('red', 'blue'), name="") +
geom_smooth(inherit.aes = FALSE, aes(x=Salary, y=points), method = 'lm') +
ylab('Projected Points') +
xlab('Salary') +
ggtitle('Who makes it into Optimized Lineups?') +
scale_x_continuous(labels=scales::dollar))
sim_lu %>%
group_by(lineup) %>%
mutate(lineup_pts=sum(pts_pred)) %>%
group_by(lineup, position) %>%
mutate(n = n()) %>%
select(lineup, position, n, lineup_pts) %>%
distinct() %>%
spread(key=position, value=n) %>%
filter(RB >= 2, TE >= 1, WR >= 3) %>%
mutate(flex = case_when(RB==3 ~ 'RB',
TE==2 ~ 'TE',
WR==4 ~ 'WR')) %>%
group_by(flex) %>%
dplyr::summarize(median_pts = round(median(lineup_pts), 3),
cases = n()) %>%
knitr::kable() %>%
kable_styling(full_width = FALSE)
|
flex
|
median_pts
|
cases
|
|
RB
|
144.903
|
8311
|
|
WR
|
145.309
|
1689
|
lu_df <- sim_lu %>%
group_by(lineup) %>%
dplyr::summarize(lineup_pts=sum(pts_pred),
lineup_sd=sum(sd_pts)) %>%
ungroup()
pto <- psel(lu_df, low(lineup_sd) * high(lineup_pts))
ggplot(lu_df, aes(y=lineup_pts, x=lineup_sd)) +
geom_point() +
geom_point(data=pto, size=5) +
ylab('Lineup Points') +
xlab('Lineup Points St Dev') +
ggtitle('Lineup Points vs Uncertainty',
subtitle = 'Pareto Lineups Bolded')

psel(lu_df, low(lineup_sd) * high(lineup_pts)) %>%
left_join(sim_lu, by='lineup') %>%
group_by(lineup) %>%
arrange(lineup_pts, position, desc(Salary)) %>%
select(lineup, lineup_pts, lineup_sd, Name, team, position, pts_pred, sd_pts, Salary) %>%
mutate_at(vars(lineup_pts, lineup_sd, pts_pred, sd_pts), function(x) round(x, 2)) %>%
knitr::kable() %>%
kable_styling(fixed_thead = T) %>%
column_spec(1:3, bold=TRUE) %>%
collapse_rows(columns = 1:3, valign = 'top') %>%
scroll_box(height = '700px', width = '100%')
|
lineup
|
lineup_pts
|
lineup_sd
|
Name
|
team
|
position
|
pts_pred
|
sd_pts
|
Salary
|
|
871
|
138.91
|
4.96
|
Russell Wilson
|
SEA
|
QB
|
25.95
|
1.09
|
9000
|
|
Alvin Kamara
|
NOS
|
RB
|
21.74
|
0.51
|
8800
|
|
Austin Ekeler
|
LAC
|
RB
|
17.33
|
1.02
|
6900
|
|
James Robinson
|
JAC
|
RB
|
14.65
|
0.00
|
6600
|
|
DK Metcalf
|
SEA
|
WR
|
14.99
|
0.04
|
6900
|
|
Tyler Boyd
|
CIN
|
WR
|
13.45
|
0.44
|
6000
|
|
Jarvis Landry
|
CLE
|
WR
|
11.97
|
0.11
|
5700
|
|
Darren Waller
|
LVR
|
TE
|
12.62
|
1.37
|
6700
|
|
Cincinnati Bengals
|
CIN
|
DST
|
6.22
|
0.39
|
3400
|
|
8298
|
139.53
|
5.43
|
Russell Wilson
|
SEA
|
QB
|
26.44
|
1.09
|
9000
|
|
Alvin Kamara
|
NOS
|
RB
|
21.57
|
0.51
|
8800
|
|
Josh Jacobs
|
LVR
|
RB
|
19.11
|
1.54
|
8000
|
|
Austin Ekeler
|
LAC
|
RB
|
15.76
|
1.02
|
6900
|
|
DK Metcalf
|
SEA
|
WR
|
14.98
|
0.04
|
6900
|
|
Tyler Boyd
|
CIN
|
WR
|
14.11
|
0.44
|
6000
|
|
Jarvis Landry
|
CLE
|
WR
|
12.03
|
0.11
|
5700
|
|
Mike Gesicki
|
MIA
|
TE
|
10.47
|
0.64
|
5700
|
|
New York Giants
|
NYG
|
DST
|
5.05
|
0.04
|
3000
|
|
1211
|
139.56
|
5.87
|
Dak Prescott
|
DAL
|
QB
|
23.99
|
1.26
|
8200
|
|
Alvin Kamara
|
NOS
|
RB
|
21.25
|
0.51
|
8800
|
|
Dalvin Cook
|
MIN
|
RB
|
19.93
|
0.89
|
8700
|
|
James Robinson
|
JAC
|
RB
|
14.65
|
0.00
|
6600
|
|
Terry McLaurin
|
WAS
|
WR
|
15.39
|
1.38
|
6600
|
|
Tyler Boyd
|
CIN
|
WR
|
13.65
|
0.44
|
6000
|
|
Jarvis Landry
|
CLE
|
WR
|
12.03
|
0.11
|
5700
|
|
Mike Gesicki
|
MIA
|
TE
|
11.78
|
0.64
|
5700
|
|
Jacksonville Jaguars
|
JAC
|
DST
|
6.88
|
0.64
|
3700
|
|
7187
|
143.16
|
5.95
|
Dak Prescott
|
DAL
|
QB
|
25.16
|
1.26
|
8200
|
|
Alvin Kamara
|
NOS
|
RB
|
23.49
|
0.51
|
8800
|
|
Dalvin Cook
|
MIN
|
RB
|
20.68
|
0.89
|
8700
|
|
Austin Ekeler
|
LAC
|
RB
|
17.16
|
1.02
|
6900
|
|
Stefon Diggs
|
BUF
|
WR
|
15.71
|
1.04
|
7000
|
|
Tyler Boyd
|
CIN
|
WR
|
14.01
|
0.44
|
6000
|
|
Jarvis Landry
|
CLE
|
WR
|
12.03
|
0.11
|
5700
|
|
Mike Gesicki
|
MIA
|
TE
|
9.88
|
0.64
|
5700
|
|
New York Giants
|
NYG
|
DST
|
5.04
|
0.04
|
3000
|
|
8651
|
143.44
|
6.09
|
Josh Allen
|
BUF
|
QB
|
25.19
|
0.71
|
8600
|
|
Alvin Kamara
|
NOS
|
RB
|
22.35
|
0.51
|
8800
|
|
Kenyan Drake
|
ARI
|
RB
|
15.68
|
0.39
|
7000
|
|
Austin Ekeler
|
LAC
|
RB
|
17.06
|
1.02
|
6900
|
|
Amari Cooper
|
DAL
|
WR
|
16.89
|
0.95
|
7100
|
|
Tyler Boyd
|
CIN
|
WR
|
14.75
|
0.44
|
6000
|
|
T.Y. Hilton
|
IND
|
WR
|
13.88
|
0.66
|
5900
|
|
Darren Waller
|
LVR
|
TE
|
12.49
|
1.37
|
6700
|
|
New York Giants
|
NYG
|
DST
|
5.14
|
0.04
|
3000
|
|
5023
|
143.53
|
6.34
|
Kyler Murray
|
ARI
|
QB
|
24.58
|
1.00
|
8400
|
|
Alvin Kamara
|
NOS
|
RB
|
21.76
|
0.51
|
8800
|
|
James Robinson
|
JAC
|
RB
|
14.65
|
0.00
|
6600
|
|
Tyler Lockett
|
SEA
|
WR
|
17.25
|
1.10
|
7500
|
|
Robert Woods
|
LAR
|
WR
|
16.24
|
1.14
|
6700
|
|
Tyler Boyd
|
CIN
|
WR
|
14.31
|
0.44
|
6000
|
|
T.Y. Hilton
|
IND
|
WR
|
13.20
|
0.66
|
5900
|
|
Darren Waller
|
LVR
|
TE
|
15.19
|
1.37
|
6700
|
|
Dallas Cowboys
|
DAL
|
DST
|
6.34
|
0.12
|
3400
|
|
438
|
149.04
|
6.35
|
Russell Wilson
|
SEA
|
QB
|
25.18
|
1.09
|
9000
|
|
Ezekiel Elliott
|
DAL
|
RB
|
19.20
|
0.26
|
9000
|
|
Alvin Kamara
|
NOS
|
RB
|
22.59
|
0.51
|
8800
|
|
David Montgomery
|
CHI
|
RB
|
17.20
|
1.51
|
5800
|
|
DK Metcalf
|
SEA
|
WR
|
15.09
|
0.04
|
6900
|
|
Tyler Boyd
|
CIN
|
WR
|
15.05
|
0.44
|
6000
|
|
Justin Jefferson
|
MIN
|
WR
|
18.21
|
1.74
|
5400
|
|
Mike Gesicki
|
MIA
|
TE
|
10.24
|
0.64
|
5700
|
|
Dallas Cowboys
|
DAL
|
DST
|
6.26
|
0.12
|
3400
|
|
6378
|
149.28
|
7.86
|
Kyler Murray
|
ARI
|
QB
|
26.60
|
1.00
|
8400
|
|
Alvin Kamara
|
NOS
|
RB
|
22.30
|
0.51
|
8800
|
|
Josh Jacobs
|
LVR
|
RB
|
21.54
|
1.54
|
8000
|
|
David Montgomery
|
CHI
|
RB
|
18.08
|
1.51
|
5800
|
|
Amari Cooper
|
DAL
|
WR
|
15.21
|
0.95
|
7100
|
|
Tyler Boyd
|
CIN
|
WR
|
13.74
|
0.44
|
6000
|
|
T.Y. Hilton
|
IND
|
WR
|
13.89
|
0.66
|
5900
|
|
Hunter Henry
|
LAC
|
TE
|
10.94
|
1.04
|
6100
|
|
Arizona Cardinals
|
ARI
|
DST
|
6.99
|
0.21
|
3800
|
|
1176
|
150.76
|
8.45
|
Russell Wilson
|
SEA
|
QB
|
26.85
|
1.09
|
9000
|
|
Alvin Kamara
|
NOS
|
RB
|
22.60
|
0.51
|
8800
|
|
David Montgomery
|
CHI
|
RB
|
16.80
|
1.51
|
5800
|
|
Tyler Lockett
|
SEA
|
WR
|
17.36
|
1.10
|
7500
|
|
Cooper Kupp
|
LAR
|
WR
|
18.79
|
1.72
|
7200
|
|
Tyler Boyd
|
CIN
|
WR
|
14.09
|
0.44
|
6000
|
|
T.Y. Hilton
|
IND
|
WR
|
14.11
|
0.66
|
5900
|
|
Darren Waller
|
LVR
|
TE
|
15.07
|
1.37
|
6700
|
|
New York Giants
|
NYG
|
DST
|
5.09
|
0.04
|
3000
|
|
1938
|
151.65
|
8.78
|
Russell Wilson
|
SEA
|
QB
|
26.99
|
1.09
|
9000
|
|
Alvin Kamara
|
NOS
|
RB
|
22.49
|
0.51
|
8800
|
|
Dalvin Cook
|
MIN
|
RB
|
18.78
|
0.89
|
8700
|
|
Austin Ekeler
|
LAC
|
RB
|
18.38
|
1.02
|
6900
|
|
Tyler Boyd
|
CIN
|
WR
|
14.17
|
0.44
|
6000
|
|
Emmanuel Sanders
|
NOS
|
WR
|
15.29
|
1.37
|
5800
|
|
Keelan Cole
|
JAC
|
WR
|
18.82
|
2.70
|
5600
|
|
Mike Gesicki
|
MIA
|
TE
|
10.79
|
0.64
|
5700
|
|
Dallas Cowboys
|
DAL
|
DST
|
5.94
|
0.12
|
3400
|
|
5015
|
151.99
|
9.42
|
Dak Prescott
|
DAL
|
QB
|
24.97
|
1.26
|
8200
|
|
Alvin Kamara
|
NOS
|
RB
|
22.04
|
0.51
|
8800
|
|
Dalvin Cook
|
MIN
|
RB
|
19.72
|
0.89
|
8700
|
|
David Montgomery
|
CHI
|
RB
|
14.43
|
1.51
|
5800
|
|
Tyler Lockett
|
SEA
|
WR
|
17.77
|
1.10
|
7500
|
|
Tyler Boyd
|
CIN
|
WR
|
14.15
|
0.44
|
6000
|
|
Darius Slayton
|
NYG
|
WR
|
21.74
|
2.87
|
5500
|
|
Mike Gesicki
|
MIA
|
TE
|
10.34
|
0.64
|
5700
|
|
Arizona Cardinals
|
ARI
|
DST
|
6.82
|
0.21
|
3800
|
|
7994
|
153.26
|
9.69
|
Josh Allen
|
BUF
|
QB
|
24.99
|
0.71
|
8600
|
|
Alvin Kamara
|
NOS
|
RB
|
22.35
|
0.51
|
8800
|
|
Austin Ekeler
|
LAC
|
RB
|
16.96
|
1.02
|
6900
|
|
David Montgomery
|
CHI
|
RB
|
18.45
|
1.51
|
5800
|
|
Robert Woods
|
LAR
|
WR
|
15.42
|
1.14
|
6700
|
|
Tyler Boyd
|
CIN
|
WR
|
14.46
|
0.44
|
6000
|
|
Darius Slayton
|
NYG
|
WR
|
18.89
|
2.87
|
5500
|
|
Darren Waller
|
LVR
|
TE
|
13.44
|
1.37
|
6700
|
|
Los Angeles Rams
|
LAR
|
DST
|
8.29
|
0.13
|
4800
|
|
2985
|
154.31
|
9.71
|
Russell Wilson
|
SEA
|
QB
|
25.61
|
1.09
|
9000
|
|
Ezekiel Elliott
|
DAL
|
RB
|
19.04
|
0.26
|
9000
|
|
Alvin Kamara
|
NOS
|
RB
|
21.51
|
0.51
|
8800
|
|
Austin Ekeler
|
LAC
|
RB
|
17.03
|
1.02
|
6900
|
|
Emmanuel Sanders
|
NOS
|
WR
|
15.64
|
1.37
|
5800
|
|
Darius Slayton
|
NYG
|
WR
|
22.91
|
2.87
|
5500
|
|
Justin Jefferson
|
MIN
|
WR
|
14.53
|
1.74
|
5400
|
|
Mike Gesicki
|
MIA
|
TE
|
10.99
|
0.64
|
5700
|
|
Arizona Cardinals
|
ARI
|
DST
|
7.05
|
0.21
|
3800
|
|
3165
|
155.63
|
10.41
|
Russell Wilson
|
SEA
|
QB
|
27.53
|
1.09
|
9000
|
|
Alvin Kamara
|
NOS
|
RB
|
22.63
|
0.51
|
8800
|
|
Austin Ekeler
|
LAC
|
RB
|
19.26
|
1.02
|
6900
|
|
David Montgomery
|
CHI
|
RB
|
15.41
|
1.51
|
5800
|
|
Adam Thielen
|
MIN
|
WR
|
17.23
|
1.08
|
7100
|
|
Tyler Boyd
|
CIN
|
WR
|
14.10
|
0.44
|
6000
|
|
Brandin Cooks
|
HOU
|
WR
|
17.62
|
3.19
|
5300
|
|
Darren Waller
|
LVR
|
TE
|
14.88
|
1.37
|
6700
|
|
Arizona Cardinals
|
ARI
|
DST
|
6.96
|
0.21
|
3800
|
|
8537
|
156.23
|
11.31
|
Dak Prescott
|
DAL
|
QB
|
25.75
|
1.26
|
8200
|
|
Alvin Kamara
|
NOS
|
RB
|
22.80
|
0.51
|
8800
|
|
Nick Chubb
|
CLE
|
RB
|
18.40
|
1.35
|
8300
|
|
Austin Ekeler
|
LAC
|
RB
|
19.15
|
1.02
|
6900
|
|
DeVante Parker
|
MIA
|
WR
|
20.59
|
2.57
|
6500
|
|
Emmanuel Sanders
|
NOS
|
WR
|
13.99
|
1.37
|
5800
|
|
Justin Jefferson
|
MIN
|
WR
|
16.02
|
1.74
|
5400
|
|
Darren Waller
|
LVR
|
TE
|
13.12
|
1.37
|
6700
|
|
Dallas Cowboys
|
DAL
|
DST
|
6.42
|
0.12
|
3400
|
|
9050
|
158.63
|
11.46
|
Dak Prescott
|
DAL
|
QB
|
25.70
|
1.26
|
8200
|
|
Ezekiel Elliott
|
DAL
|
RB
|
18.85
|
0.26
|
9000
|
|
Alvin Kamara
|
NOS
|
RB
|
21.41
|
0.51
|
8800
|
|
Austin Ekeler
|
LAC
|
RB
|
16.70
|
1.02
|
6900
|
|
A.J. Green
|
CIN
|
WR
|
13.90
|
1.79
|
5700
|
|
Darius Slayton
|
NYG
|
WR
|
22.98
|
2.87
|
5500
|
|
Justin Jefferson
|
MIN
|
WR
|
15.23
|
1.74
|
5400
|
|
Darren Waller
|
LVR
|
TE
|
15.89
|
1.37
|
6700
|
|
Jacksonville Jaguars
|
JAC
|
DST
|
7.97
|
0.64
|
3700
|
|
1035
|
159.88
|
13.42
|
Russell Wilson
|
SEA
|
QB
|
25.53
|
1.09
|
9000
|
|
Alvin Kamara
|
NOS
|
RB
|
21.82
|
0.51
|
8800
|
|
Austin Ekeler
|
LAC
|
RB
|
16.91
|
1.02
|
6900
|
|
Devin Singletary
|
BUF
|
RB
|
16.56
|
2.19
|
6000
|
|
Stefon Diggs
|
BUF
|
WR
|
15.35
|
1.04
|
7000
|
|
Darius Slayton
|
NYG
|
WR
|
23.15
|
2.87
|
5500
|
|
Brandin Cooks
|
HOU
|
WR
|
17.37
|
3.19
|
5300
|
|
Darren Waller
|
LVR
|
TE
|
14.83
|
1.37
|
6700
|
|
Los Angeles Rams
|
LAR
|
DST
|
8.36
|
0.13
|
4800
|
|
7633
|
160.34
|
14.15
|
Josh Allen
|
BUF
|
QB
|
23.74
|
0.71
|
8600
|
|
Alvin Kamara
|
NOS
|
RB
|
22.17
|
0.51
|
8800
|
|
Josh Jacobs
|
LVR
|
RB
|
20.14
|
1.54
|
8000
|
|
Austin Ekeler
|
LAC
|
RB
|
16.08
|
1.02
|
6900
|
|
DeVante Parker
|
MIA
|
WR
|
18.18
|
2.57
|
6500
|
|
Darius Slayton
|
NYG
|
WR
|
18.43
|
2.87
|
5500
|
|
Brandin Cooks
|
HOU
|
WR
|
20.63
|
3.19
|
5300
|
|
Darren Waller
|
LVR
|
TE
|
14.37
|
1.37
|
6700
|
|
Cincinnati Bengals
|
CIN
|
DST
|
6.61
|
0.39
|
3400
|
|
1040
|
164.38
|
14.94
|
Russell Wilson
|
SEA
|
QB
|
26.81
|
1.09
|
9000
|
|
Alvin Kamara
|
NOS
|
RB
|
22.60
|
0.51
|
8800
|
|
Austin Ekeler
|
LAC
|
RB
|
17.52
|
1.02
|
6900
|
|
Devin Singletary
|
BUF
|
RB
|
16.35
|
2.19
|
6000
|
|
DeVante Parker
|
MIA
|
WR
|
19.69
|
2.57
|
6500
|
|
Darius Slayton
|
NYG
|
WR
|
21.14
|
2.87
|
5500
|
|
Brandin Cooks
|
HOU
|
WR
|
18.59
|
3.19
|
5300
|
|
Darren Waller
|
LVR
|
TE
|
13.33
|
1.37
|
6700
|
|
Los Angeles Rams
|
LAR
|
DST
|
8.35
|
0.13
|
4800
|